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feat: organize Dockerfile into distinct sections (#2181)
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
This commit is contained in:
cryptk
GitHub
parent
29d7812344
commit
3754f154ee
124
Dockerfile
124
Dockerfile
@ -2,19 +2,15 @@ ARG IMAGE_TYPE=extras
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ARG BASE_IMAGE=ubuntu:22.04
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ARG GRPC_BASE_IMAGE=${BASE_IMAGE}
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# extras or core
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# The requirements-core target is common to all images. It should not be placed in requirements-core unless every single build will use it.
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FROM ${BASE_IMAGE} AS requirements-core
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USER root
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ARG GO_VERSION=1.21.7
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ARG BUILD_TYPE
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ARG CUDA_MAJOR_VERSION=11
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ARG CUDA_MINOR_VERSION=7
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ARG TARGETARCH
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ARG TARGETVARIANT
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ENV BUILD_TYPE=${BUILD_TYPE}
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ENV DEBIAN_FRONTEND=noninteractive
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ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,petals:/build/backend/python/petals/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,exllama:/build/backend/python/exllama/run.sh,vall-e-x:/build/backend/python/vall-e-x/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
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@ -22,12 +18,17 @@ ARG GO_TAGS="stablediffusion tinydream tts"
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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build-essential \
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ca-certificates \
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cmake \
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curl \
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git \
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python3-pip \
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python-is-python3 \
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unzip && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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rm -rf /var/lib/apt/lists/* && \
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pip install --upgrade pip
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# Install Go
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RUN curl -L -s https://go.dev/dl/go${GO_VERSION}.linux-${TARGETARCH}.tar.gz | tar -C /usr/local -xz
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@ -47,25 +48,6 @@ RUN update-ca-certificates
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RUN echo "Target Architecture: $TARGETARCH"
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RUN echo "Target Variant: $TARGETVARIANT"
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# CuBLAS requirements
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RUN if [ "${BUILD_TYPE}" = "cublas" ]; then \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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software-properties-common && \
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curl -O https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb && \
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dpkg -i cuda-keyring_1.1-1_all.deb && \
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rm -f cuda-keyring_1.1-1_all.deb && \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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cuda-nvcc-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcurand-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcublas-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcusparse-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcusolver-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/* \
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; fi
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# Cuda
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ENV PATH /usr/local/cuda/bin:${PATH}
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@ -91,6 +73,7 @@ RUN test -n "$TARGETARCH" \
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###################################
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###################################
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# The requirements-extras target is for any builds with IMAGE_TYPE=extras. It should not be placed in this target unless every IMAGE_TYPE=extras build will use it
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FROM requirements-core AS requirements-extras
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RUN apt-get update && \
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@ -107,12 +90,6 @@ RUN apt-get update && \
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rm -rf /var/lib/apt/lists/*
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ENV PATH="/root/.cargo/bin:${PATH}"
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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python3-pip && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/* && \
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pip install --upgrade pip
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RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
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RUN apt-get update && \
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@ -122,13 +99,52 @@ RUN apt-get update && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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RUN if [ ! -e /usr/bin/python ]; then \
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ln -s /usr/bin/python3 /usr/bin/python \
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###################################
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###################################
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# The requirements-drivers target is for BUILD_TYPE specific items. If you need to install something specific to CUDA, or specific to ROCM, it goes here.
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# This target will be built on top of requirements-core or requirements-extras as retermined by the IMAGE_TYPE build-arg
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FROM requirements-${IMAGE_TYPE} AS requirements-drivers
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ARG BUILD_TYPE
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ARG CUDA_MAJOR_VERSION=11
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ARG CUDA_MINOR_VERSION=7
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ENV BUILD_TYPE=${BUILD_TYPE}
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# CuBLAS requirements
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RUN if [ "${BUILD_TYPE}" = "cublas" ]; then \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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software-properties-common && \
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curl -O https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb && \
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dpkg -i cuda-keyring_1.1-1_all.deb && \
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rm -f cuda-keyring_1.1-1_all.deb && \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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cuda-nvcc-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcurand-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcublas-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcusparse-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} \
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libcusolver-dev-${CUDA_MAJOR_VERSION}-${CUDA_MINOR_VERSION} && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/* \
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; fi
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# If we are building with clblas support, we need the libraries for the builds
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RUN if [ "${BUILD_TYPE}" = "clblas" ]; then \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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libclblast-dev && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/* \
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; fi
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###################################
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###################################
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# The grpc target does one thing, it builds and installs GRPC. This is in it's own layer so that it can be effectively cached by CI.
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# You probably don't need to change anything here, and if you do, make sure that CI is adjusted so that the cache continues to work.
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FROM ${GRPC_BASE_IMAGE} AS grpc
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# This is a bit of a hack, but it's required in order to be able to effectively cache this layer in CI
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@ -162,7 +178,9 @@ RUN git clone --recurse-submodules --jobs 4 -b ${GRPC_VERSION} --depth 1 --shall
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###################################
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###################################
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FROM requirements-${IMAGE_TYPE} AS builder
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# The builder target compiles LocalAI. This target is not the target that will be uploaded to the registry.
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# Adjustments to the build process should likely be made here.
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FROM requirements-drivers AS builder
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ARG GO_TAGS="stablediffusion tts"
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ARG GRPC_BACKENDS
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@ -181,25 +199,8 @@ COPY . .
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COPY .git .
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RUN echo "GO_TAGS: $GO_TAGS"
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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build-essential \
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cmake \
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git && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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RUN make prepare
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# If we are building with clblas support, we need the libraries for the builds
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RUN if [ "${BUILD_TYPE}" = "clblas" ]; then \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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libclblast-dev && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/* \
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; fi
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# We need protoc installed, and the version in 22.04 is too old. We will create one as part installing the GRPC build below
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# but that will also being in a newer version of absl which stablediffusion cannot compile with. This version of protoc is only
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# here so that we can generate the grpc code for the stablediffusion build
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@ -225,7 +226,9 @@ RUN if [ ! -d "/build/sources/go-piper/piper-phonemize/pi/lib/" ]; then \
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###################################
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###################################
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FROM requirements-${IMAGE_TYPE}
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# This is the final target. The result of this target will be the image uploaded to the registry.
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# If you cannot find a more suitable place for an addition, this layer is a suitable place for it.
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FROM requirements-drivers
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ARG FFMPEG
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ARG BUILD_TYPE
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@ -253,23 +256,6 @@ RUN if [ "${FFMPEG}" = "true" ]; then \
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rm -rf /var/lib/apt/lists/* \
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; fi
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# Add OpenCL
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RUN if [ "${BUILD_TYPE}" = "clblas" ]; then \
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apt-get update && \
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apt-get install -y --no-install-recommends \
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libclblast1 && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/* \
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; fi
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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build-essential \
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cmake \
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git && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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WORKDIR /build
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# we start fresh & re-copy all assets because `make build` does not clean up nicely after itself
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